Forrester Wave™: AI Platforms in China, Q4 2025

Alibaba Cloud is positioned into the Leaders category, ranking second in the current offering category and first in the strategy category. It receives the highest score possible of 5 in 19 out of 25 evaluation criteria, making it one of two vendors with the highest number of 5/5 scores.

Platform for AI

A platform that provides enterprise-level data modeling services based on machine learning algorithms to quickly meet your needs for data-driven operations.

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PAI-Lingjun

A comprehensive AI computing platform for high-performance computing tasks, such as large language model (LLM) training

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Model Studio

You can seamlessly integrate our advanced AI models—such as Qwen-Max (MoE), Qwen-VL (visual understanding), and the Wan series (video generation)—via Model Studio’s purpose-built APIs

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Introduction:

Alibaba Cloud is positioned into the Leaders category, ranking second in the current offering category and first in the strategy category. It receives the highest score possible of 5 in 19 out of 25 evaluation criteria, making it one of two vendors with the highest number of 5/5 scores.

12 AI platform service vendors in China have been included in this report, evaluating them across two main categories: Current Offering and Strategy.

These primarily correspond to Alibaba Cloud's DataWorks, PAI, and Model Studio product capabilities.

Forrester’s take. Alibaba Cloud best suits enterprises that want a full-stack AI- native cloud platform with a broad cloud ecosystem, open-source commitment, and a global footprint.

Alibaba Cloud, through DataWorks and PAI, demonstrates excellence in data integration, data augmentation, data discovery, and governance. For model development, evaluation, inference, deployment, and governance, Alibaba Cloud provides outstanding capabilities via PAI and the Model Studio. Alibaba Cloud also performs exceptionally well in application acceleration, application management, platform performance, and ecosystem.

Forrester does not endorse any company, product, brand, or service included in its research publications and does not advise any person to select the products or services of any company or brand based on the ratings included in such publications. Information is based on the best available resources. Opinions reflect judgment at the time and are subject to change. For more information, read about Forrester’s objectivity here(https://www.forrester.com/about-us/objectivity/).

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